Goh Jia Yi, Jesa's Projects
Building a beer recommender using collaborative filtering and bandit algorithms, and evaluating the best performing technique.
Tensorflow implementation of contextualized word representations from bi-directional language models
This is the source code for the EMBC22' cgan paper. It converts ppg signal to abp
Implementation of character based convolutional neural network
NER and Relation Extraction from Electronic Health Records (EHR).
Generate safety signal statistics from FDA FAERS data
Performing RFM customer segmentation and developing relevant marketing strategies for Flipkart using eCommerce data.
This is a project to auto-deploy with an ML payload
My personal portfolio website!
Template for the intranet
Character-Aware Neural Language Models. A keras-based implementation
A Locust metrics exporter for Prometheus
Implementation for "Deeper Task-Specificity Improves Joint Entity and Relation Extraction"
Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018) and Adversarial training for multi-context joint entity and relation extraction (EMNLP, 2018).
Assessment of non-invasive blood pressure prediction from PPG and rPPG signals using deep learning
Repository that contains my research
Recurrent Variational Autoencoder that generates sequential data implemented with pytorch
test repository
Building a suicidal text detection model and mental health chatbot with deep learning models and transformers.
Telehealth application built for pregnant mothers. Awarded Champion for the Build On, ASEAN 2021 (Singapore) hackathon, by AWS and Tech for She.
No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency
dsaid hackathon 2023
Project management application built for NUS students.
Using YouTube video data to test variable relationships between title, thumbnail and views.